Associate Professor David Grayden
- Bionic Ear (Speech processing)
- Neural Modelling (Speech processing, learning)
- Bionic Eye (Vision processing)
- Epilepsy (Prediction of seizures, seizure control)
David Grayden is an Associate Professor and Reader in the Department of Electrical and Electronic Engineering at The University of Melbourne.
A/Prof Grayden is Deputy Head (Academic) of the Department of Electrical & Electronic Engineering and the Discipline Coordinator of Biomedical Engineering.
A/Prof Grayden is part of the Neuroengineering Research Laboratory and the Centre for Neural Engineering. His main research interests are in understanding how the brain processes information and how best to present information to the brain using medical bionics, such as the bionic ear and bionic eye. He is also conducting research in epileptic seizure prediction and electrical stimulation to prevent or stop epileptic seizures. He has research linkages in Australia with Cochlear Limited, The Bionic Ear Institute, St Vincent's Hospital Melbourne and NICTA. He also has international research linkages with Medizinischen Hochschule Hannover (Hannover Medical School), TU Illmenau (Illmenau University of Technology) and McMaster University. He supervises a number of postdoctoral researchers and PhD and Research Masters students.
A/Prof Grayden teaches in the Bioengineering and Biomedical Engineering programs. He teaches in the subjects: Fundamentals of Biosignals, Neural Information Processing, and Biomedical Engineering. He also contributes to the Neuroscience Research Training course modules and the breadth subject, Seeing: The Whole Picture.
Audition, Speech and Bionic Ear Design
Vision and Bionic Eye Design
- Hersbach A, Mauger SJ, Grayden DB, Fallon JB, Mcdermott HJ. Algorithms to improve listening in noise for cochlear implant users. Proceedings of the 2013 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE Explore. 2013, pp. 428 - 432.
- Sergeev E, Meffin H, Tahayori B, Grayden DB, Burkitt AN. Effect of soma polarization on electrical stimulation thresholds of retinal ganglion cells. Proceedings of the 6th Annual International IEEE EMBS Conference on Neural Engineering. IEEE Explore. 2013, pp. 1135 - 1138.
- Davey C, Grayden DB, Egan GF, Johnston LA. Filtering induces correlation in fMRI resting state data. Neuroimage. Academic Press. 2013, Vol. 64, pp. 728 - 740.
- Meffin H, Tahayori B, Grayden DB, Burkitt AN. Internal Inconsistencies in Models of Electrical Stimulation in Neural Tissue. Proceedings of the 35th Annual International Conference of the IEEE EMBS. IEEE Explore. 2013, pp. 5946 - 5949.
- Apollo N, Grayden DB, Burkitt AN, Meffin H, Kameneva TK. Modeling intrinsic electrophysiology of AII amacrine cells: Preliminary results. Proceedings of IEEE Engineering in Medicine and Biology Conference (EMBC). IEEE Explore. 2013, pp. 6551 - 6554.
- Maturana M, Grayden DB, Burkitt AN, Meffin H, Kameneva TK. Multicompartment retinal ganglion cells response to high frequency bi-phasic pulse train stimulation: Simulation results. Proceedings of the 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Explore. 2013, pp. 69 - 72.
- Savage CO, Grayden DB, Meffin H, Burkitt AN. Optimized single pulse stimulation strategy for retinal implants. Journal of Neural Engineering. Institute of Physics Publishing. 2013, Vol. 10, Issue 1, pp. 1 - 9.
- Freestone DR, Kuhlmann L, Chong MS, Nesic D, Grayden DB, Aram P, Postoyan R, Cook MJ. Patient-Specific Neural Mass Modeling - Stochastic and Deterministic Methods. Recent Advances in Predicting and Preventing Epileptic Seizures. World Scientific Publishing Co. 2013, pp. 63 - 82. Editors: Tetzlaff R, Elger CE, Lehnertz K.
- Maturana M, Wong R, Cloherty SL, Ibbotson MR, Hadjinicolaou AE, Grayden DB, Burkitt AN, Meffin H, O'brien BJ, Kameneva TK. Retinal ganglion cells electrophysiology: The effect of cell morphology on impulse waveform. Proceedings of IEEE Engineering in Medicine and Biology Conference (EMBC). IEEE Explore. 2013, pp. 2583 - 2586.
- Davey C, Grayden DB, Gavrilescu M, Egan GF, Johnston LA. The equivalence of linear Gaussian connectivity techniques. Human Brain Mapping. Wiley-Liss. 2013, Vol. 34, Issue 9, pp. 1999 - 2014.
- Hersbach A, Grayden DB, Fallon JB, Mcdermott HJ. A beamformer post-filter for cochlear implant noise reduction. Journal of the Acoustical Society of America. American Institute of Physics. 2013, Vol. 133, Issue 4, pp. 2412 - 2420.
- Freestone DR, Nesic D, Jafarian A, Cook MJ, Grayden DB. A neural mass model of spontaneous burst suppression and epileptic seizures. Proceedings of the 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE Explore. 2013, pp. 5942 - 5945.
- Kerr R, Burkitt AN, Thomas DA, Gilson M, Grayden DB. Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent Networks of Spiking Neurons Receiving Oscillatory Inputs. PLoS Computational Biology. Public Library of Science. 2013, Vol. 9, Issue 2, pp. 1 - 19.
- Kiral-kornek F, Savage CO, O'sullivan-greene EE, Burkitt AN, Grayden DB. Embracing the Irregular: A Patient-Specific Image Processing Strategy for Visual Prostheses. Proceedings of IEEE Engineering in Medicine and Biology Conference (EMBC). IEEE Explore. 2013, pp. 3563 - 3566.
- Gao X, Grayden DB, Mcdonnell MD. Information theoretic optimization of cochlear implant electrode usage probabilities. Proceedings of IEEE Engineering in Medicine and Biology Conference (EMBC). IEEE Explore. 2013, pp. 5974 - 5977.
Level: 01 Room: 102
Centre for Neural Engineering, Parkville
University of Melbourne
T: +61 3 90353796
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